Date: 18 Jun 2003

An Efficient Branch-and-Bound Algorithm for Finding a Maximum Clique

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We present an exact and efficient branch-and-bound algorithm for finding a maximum clique in an arbitrary graph. The algorithm is not specialized for any particular kind of graph. It employs approximate coloring and appropriate sorting of vertices to get an upper bound on the size of a maximum clique. We demonstrate by computational experiments on random graphs with up to 15,000 vertices and on DIMACS benchmark graphs that our algorithm remarkably outperforms other existing algorithms in general. It has been successfully applied to interesting problems in bioinformatics, image processing, the design of quantum circuits, and the design of DNA and RNA sequences for bio-molecular computation.

This work is partially supported by Grant-in-Aid for Scientific Research No.13680435 from MESSC of Japan and Research Fund of the University of Electro-Communications. It is also given a grant by Funai Foundation for Information Technology.